计算机视觉领域较好论文汇总

计算机视觉领域较好论文汇总

• Learning to Track at 100 FPS with Deep Regression Networks (2016)
• Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks (AAAI 2016)
• Online Multi-target Tracking using Recurrent Neural Networks (2016)
• Multi-Target Tracking by Discrete-Continuous Energy Minimization (2016)
• Learning Multi-Domain Convolutional Neural Networks for Visual Tracking (VOT2015 冠军)
• Learning to Track: Online Multi-Object Tracking by Decision Making (ICCV 2015)
• Hierarchical Convolutional Features for Visual Tracking (ICCV 2015)
• Robust Visual Tracking via Convolutional Networks without Training (2015)
• Transferring Rich Feature Hierarchies for Robust Visual Tracking (2015)
• Understanding and Diagnosing Visual Tracking Systems (ICCV 2015)
• RATM: Recurrent Attentive Tracking Model (2015)
• Visual Tracking with Fully Convolutional Networks (ICCV 2015)
• Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor (2015)
• High-speed Tracking with Kernelized Correlation filters（2015 TPAMI）
• Beyond Local Search: Tracking Objects Everywhere with Instance-Specific Proposals （VOT2015）
• Adaptive Decontamination of the Training Set:A Unified Formulation for Discriminative Visual Tracking （2016）
• Sequentially Training Convolutional Networks for Visual Tracking （2016）
• Complementary Learners for Real-Time Tracking （2016）
• Siamese Instance Search for Tracking （2016）
• learning multi-domain convolution neural networks for visual tracking （2016）
• Visual Tracking with Fully Convolutional Networks （2016）
• Learning to Track at 100 FPS with Deep Regression Networks
• Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
• DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking
• RCNN Rich feature hierarchies for accurate object detection andsemantic segmentation
• SPP-net Spatial Pyramid Pooling in Deep Convolutional Networks forVisual Recognition
• Fast R-CNN Towards Real-Time Object Detection with Region Proposal Networks
• Faster R-CNN Faster R-CNN Towards Real-Time ObjectDetection with Region Proposal Networks
• DeepTrack:Learning Discriminative Feature Representations by Convolutional Neural Networks for visual Tracking （2014）
• Matching Networks for One Shot Learning （2016）
• Factorized Convolutional Neural Networks （2016）
• Multi-scale Patch Aggregation（MPA）for Simultaneous Detection and Segmentation （CVPR2016）
• DeepFashion:Powering Robust Clothes Recognition and Retrieval With Rich Annotations （2016）
• A Key Volume Mining Deep Framework for Action Recognition （2016）
• Joint Training of Cascaded CNN for Face Detection （2016）
• Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition （2014）
• Deep Learning Face Representation from Predicting 10,000 Classes （CVPR2014）
• Recover Canonical-View Faces in the Wild with Deep Neural Network （CVPR2014）
• Deep Neural Networks for Object Detection.
• Is Faster R-CNN Doing Well for Pedestrain Detection?（ECCV 2016）
• Ten Years of Pedestrian Detection, What Have We Learned? （ECCV 2014）
• （未完待续）…